Automatic remote sensing image registration based on SIFT descriptor and image classification

Zhiwen Zhu,Zhanfeng Shen,Jiancheng Luo

doi:10.1109/geoinformatics.2010.5567705

Automatic remote sensing image registration based on SIFT descriptor and image classification

Zhiwen Zhu, Zhanfeng Shen + Show 1 more

https://doi.org/10.1109/geoinformatics.2010.5567705

Copy DOI

Publication Date: Jun 1, 2010

Citations: 11

Affiliation: State Key Laboratory of Remote Sensing Science

#Scale Invariant Feature Transform #Scale Invariant Feature Transform Descriptor + Show 8 more

Abstract
Full-Text PDF
Similar Papers

Abstract

The Scale Invariant Feature Transform (SIFT) has been widely used in remote sensing image registration. However, there are many false matches when it is adopted to align images of different sensors. In this paper, a new method based on the combination of image classification and SIFT descriptor is proposed to improve the performance of registration. Experiment results support the potential of the proposed approach in remote sensing image registration.

Full Text